Тип публикации: статья из журнала
Год издания: 2019
Ключевые слова: bat algorithm, biology-inspired algorithms, cuckoo search algorithm, firefly algorithm, position adaptation
Аннотация: In this study a new technique for generating potential solutions in biology-inspired algorithms is proposed. Mentioned technique uses a historical memory of successful positions to guide them in different directions and thus to improve their exploration and exploitation abilities. The proposed method was applied to three bionic algПоказать полностьюorithms. Modified and original versions of these heuristics were evaluated on a set of various benchmark functions. It was established that the new technique allows finding better solutions with the same computational effort.
Журнал: International Journal on Information Technologies and Security
Выпуск журнала: Т. 11, № 1
Номера страниц: 21-32
ISSN журнала: 13138251
Место издания: Sofia